Elythea represents a specialized machine learning tool meticulously designed to proactively identify expectant mothers who face a heightened risk of pregnancy complications several weeks before childbirth.
Its primary mission is to elevate the standards of maternal healthcare by addressing and mitigating avoidable pregnancy-related complications, thereby contributing to the reduction of maternal mortality. Elythea’s sphere of concern encompasses a spectrum of complications, such as postpartum hemorrhage, preterm labor, preeclampsia, eclampsia, and challenges related to failed vaginal birth after cesarean (VBAC).
The tool operates through a streamlined three-step procedure. First and foremost, it seamlessly integrates with your electronic health record (EHR) system, regardless of whether it is cloud-based or on-premises, streamlining the administrative process.
Subsequently, Elythea undertakes a comprehensive analysis of patient demographics, medical history, and prevailing clinical risk factors to efficiently identify high-risk expectant mothers throughout the entire duration of their pregnancy, commencing from their initial visit.
In the final step, Elythea provides healthcare providers with evidence-based recommendations that empower early intervention and counseling, aimed at averting costly complications.
Elythea takes pride in its substantial repository of patient data, having harnessed over 300 million data points for model training. The tool boasts impressive predictive accuracy, achieving rates of up to 85%, alongside an AUC ROC score of up to 0.85. Its efficacy has been corroborated through application in clinical studies conducted across multiple countries.
The Elythea team is spearheaded by its founder and CEO, Reetam Ganguli, a professional with extensive experience in the medical domain. The co-founder and CTO, Rishik Lad, brings a wealth of knowledge from his prior role as a machine learning engineer. Additionally, the advisory panel includes a cohort of medical experts and machine learning authorities.
In conclusion, Elythea is dedicated to the advancement of maternal healthcare outcomes, the containment of healthcare expenses, and the simplification of healthcare providers’ responsibilities. It extends partnerships to healthcare providers, employers, and plans, aiming to drive meaningful progress in the field of maternal health.